Izgradnja prvega agenta

Tržnik: "Nastavi obnovitev košarice za košarice nad $50"
    ↓
Agent prebere svojo specifikacijo (orodja, omejitve)
    ↓
Agent razmišlja: "Moram ustvariti segment, oblikovati sekvenco, nastaviti sledenje"
    ↓
Agent kliče: brevo/create-segment → brevo/send-email → brevo/send-sms → brevo/track-event
    ↓
Rezultat: 3-koračna obnovitvena sekvenca aktivna, sledilni dogodki tečejo

---
name: cart-recovery-agent
description: Recover abandoned carts with personalized multi-channel sequences
version: 1.0.0
temperature: 0.2
max_tokens: 4096
tools:
  - brevo/list-contacts
  - brevo/get-contact
  - brevo/create-segment
  - brevo/send-email
  - brevo/send-sms
  - brevo/track-event
  - brevo/get-email-templates
  - brevo/get-email-stats
triggers:
  - event: cart_abandoned
    conditions:
      - cart_value: "> 50"
      - time_since_activity: "> 30m"
  - schedule: "0 */4 * * *"
permissions:
  - contacts:read
  - email:send
  - sms:send
  - events:write
---

# Cart Recovery Agent

You are an e-commerce cart recovery specialist working with Brevo's
engagement platform. Your goal is to recover abandoned carts through
personalized, well-timed multi-channel outreach.

## Strategy

When a cart is abandoned:

1. **Wait 1 hour**, then send a reminder email with cart contents
2. **Wait 24 hours**, if no open → send SMS with urgency message
3. **Wait 48 hours**, if still no recovery → send final email with
   incentive (discount code if cart value > $100)

## Decision Framework

- Cart value < $50: Skip (not worth recovery cost)
- Cart value $50-$100: Email only (2 touches)
- Cart value $100-$250: Email + SMS (3 touches)
- Cart value > $250: Email + SMS + personal outreach flag

## Rules

- NEVER send more than 3 messages per abandoned cart
- NEVER contact customers who opted out of marketing
- ALWAYS check if cart was recovered before sending next step
- ALWAYS personalize with customer first name and cart items
- ALWAYS track recovery events for attribution
- Respect quiet hours: no SMS between 9pm-9am customer local time

## Email Templates

Use these Brevo template IDs:
- Reminder (step 1): template_id 101
- Urgency (step 2): template_id 102
- Incentive (step 3): template_id 103

## Metrics to Track

- `cart_recovery_email_sent`, recovery email dispatched
- `cart_recovery_sms_sent`, recovery SMS dispatched
- `cart_recovered`, customer completed purchase
- `cart_recovery_failed`, sequence completed without recovery

tools:
  # Branje podatkov stranke in stanja košarice
  - brevo/list-contacts      # Najdi stranke z zapuščenimi košaricami
  - brevo/get-contact         # Pridobi podrobnosti posamezne stranke

  # Ustvarjanje ciljnih segmentov
  - brevo/create-segment      # Segmentiranje po vrednosti košarice, času, vedenju

  # Pošiljanje obnovitvenih sporočil
  - brevo/send-email          # Transakcijski emaili za obnovitev
  - brevo/send-sms            # SMS obvestila za visoko vredne košarice

  # Sledenje rezultatov
  - brevo/track-event         # Beleženje poskusov obnovitve in rezultatov
  - brevo/get-email-stats     # Preverjanje, ali so bili emaili odprti
  - brevo/get-email-templates # Preverjanje obstoja predlog

import { TajoAgent } from "@tajo/agent-sdk";
import { BrevoMCPServer } from "@tajo/brevo-mcp-server";

const brevo = new BrevoMCPServer({
  apiKey: process.env.BREVO_API_KEY,
});

const agent = new TajoAgent({
  specPath: "./cart-recovery-agent.md",
  mcpServers: [brevo],
  model: "claude-sonnet-4-6",
});

// Zaženi agenta
const result = await agent.run(
  "Recover abandoned carts over $50 from the last 4 hours"
);

console.log(result.summary);
// → "Processed 23 abandoned carts. Sent 23 reminder emails,
//    8 SMS messages. 3 carts already recovered during execution."

# V frontmatter specifikacije agenta
triggers:
  - schedule: "0 */4 * * *"  # Vsake 4 ure
    timezone: "America/New_York"

triggers:
  - event: cart_abandoned
    conditions:
      - cart_value: "> 50"
      - time_since_activity: "> 30m"
    debounce: 5m

triggers:
  - webhook: /agents/cart-recovery/trigger
    method: POST
    authentication: api_key

-- Stopnja obnovitve po ravni vrednosti košarice
SELECT
  CASE
    WHEN cart_value < 100 THEN '$50-$100'
    WHEN cart_value < 250 THEN '$100-$250'
    ELSE '$250+'
  END as tier,
  COUNT(*) as carts_targeted,
  SUM(CASE WHEN recovered THEN 1 ELSE 0 END) as recovered,
  ROUND(SUM(CASE WHEN recovered THEN 1 ELSE 0 END)::numeric
    / COUNT(*) * 100, 1) as recovery_rate_pct,
  SUM(CASE WHEN recovered THEN cart_value ELSE 0 END) as revenue_recovered
FROM cart_recovery_events
WHERE created_at > NOW() - INTERVAL '30 days'
GROUP BY tier
ORDER BY tier;

Tržnik: "Preveri zapuščene košarice od danes in zaženi obnovitev"

Agent: Preverjam zapuščene košarice za zadnjih 24 ur...

[Kliče brevo/list-contacts s filtrom CART_ABANDONED_AT > today]

Najdenih 47 zapuščenih košaric:
- 12 košaric pod $50 (preskoči po pravilih)
- 23 košaric $50-$100 (samo email raven)
- 8 košaric $100-$250 (email + SMS raven)
- 4 košarice nad $250 (email + SMS + označi za osebni stik)

Zaganjam obnovitvene sekvence...

[Kliče brevo/send-email × 35 s template_id 101]
[Kliče brevo/track-event × 35 z dogodkom "cart_recovery_email_sent"]

Korak 1 zaključen:
- 35 opomniških emailov poslanih
- 12 SMS v čakalni vrsti za sledenje po 24 urah (visoko vredne košarice)
- 4 košarice označene za osebni stik

Naslednje preverjanje načrtovano čez 4 ure.
Sledilni dogodki obnovitve: cart_recovery_email_sent (35),
  cart_recovery_sms_queued (12), cart_recovery_escalated (4)